Fuchang Gao

Fast and stable root-finding using clipped power interpolations

Data-Aware Customization of Activation Functions Reduces Neural Network Error

Convex regression in multidimensions: Suboptimality of least squares estimators

Deep Learning in Geoscience

Predicting the Materials Properties Using a 3D Graph Neural Network With Invariant Representation

SepNet: A neural network for directionally correlated data

Contrastive Metric Learning for Lithium Super-ionic Conductor Screening

Deep Learning in Geoscience

Convex Regression in Multidimensions: Suboptimality of Least Squares Estimators

A Use of Even Activation Functions in Neural Networks

A New H2 Regularity Condition of the Solution to Dirichlet Problem of the Poisson Equation and Its Applications

A Probabilistic Characterization of Negative Definite Functions

Entropy of Convex Functions on $$\mathbb {R}^d$$ R d

Metric Entropy of Classes of Sets with Positive Reach

Metric entropy of 𝑞-hulls in Banach spaces of type-𝑝

A reverse Gaussian correlation inequality by adding cones

Adaptive minimax regression estimation over sparse l q -hulls

Conditional persistence of Gaussian random walks

Bracketing Entropy of High Dimensional Distributions

Global rates of convergence of the MLE for multivariate interval censoring

Optimality of CKP-inequality in the critical case

A Simple Proof of the Right-Hand Rule

Metric entropy and sparse linear approximation of <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif" display="inline" overflow="scroll"><mml:msub><mml:mrow><mml:mi>ℓ</mml:mi></mml:mrow><mml:mrow><mml:mi>q</mml:mi></mml:mrow></mml:msub></mml:math>-hulls for <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si2.gif" display="inline" overflow="scroll"><mml:mn>0</mml:mn><mml:mo>&lt;</mml:mo><mml:mi>q</mml:mi><mml:mo>≤</mml:mo><mml:mn>1</mml:mn></mml:math>